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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 947 of 1230
You want to know what broke Canada's immigration system. Look up the Supreme Court case, the Singh decision. That was the dynamite in the dam that opened the flood..
You want to know what broke Canada's immigration system. Look up the Supreme Court case, the Singh decision. That was the dynamite in the dam that opened the flood..
Identity Attack0.007029593
Insult0.021997316
Profanity0.013405213
Threat0.0068028234
Severe Toxicity0.0012588501
Low Tox 0.04735767 Moderate Con 0.389
Jun 24, 2025 How Canada broke its immigration …
The why? You ask…This is part of their plan to force a “New world order” upon everyone..
The why? You ask…This is part of their plan to force a “New world order” upon everyone..
Identity Attack0.007029593
Insult0.0142009165
Profanity0.012038844
Threat0.011094344
Severe Toxicity0.0016880035
Low Tox 0.04735767 Low Con 0.162 Unverified_Claim
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
This video came just in time for the EU/India agreement on mobility. This is what awaits Europe.
This video came just in time for the EU/India agreement on mobility. This is what awaits Europe.
Identity Attack0.022992345
Insult0.013592913
Profanity0.022149978
Threat0.011146127
Severe Toxicity0.0028419495
Low Tox 0.04735767 Low Con 0.213 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
with the influx of immigration to help pay taxes, why is Canada still in debt?
with the influx of immigration to help pay taxes, why is Canada still in debt?
Identity Attack0.025806036
Insult0.01632893
Profanity0.009801413
Threat0.0061296434
Severe Toxicity0.0013256073
Low Tox 0.04735767 Low Con 0.25
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The libs talking about reduced immigration is just appeasing the citizens, they have no intention of reducing immigration.
The libs talking about reduced immigration is just appeasing the citizens, they have no intention of reducing immigration.
Identity Attack0.020078164
Insult0.017420914
Profanity0.01084327
Threat0.007029374
Severe Toxicity0.0012969971
Low Tox 0.04735767 Low Con 0.195 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
A "journalist" promoting a mobile game...
A "journalist" promoting a mobile game...
Identity Attack0.0032928092
Insult0.024897853
Profanity0.011133623
Threat0.0061814263
Severe Toxicity0.000834465
Low Tox 0.04735767 Low Con 0.203
Jan 27, 2026 10 likes Inside Canada's Indian Invasion...
There are immigrants that make more per month than my grandfather who worked his entire life in this country and lives in a retirement home.
There are immigrants that make more per month than my grandfather who worked his entire life in this country and lives in a retirement home.
Identity Attack0.037909906
Insult0.013516913
Profanity0.013302735
Threat0.0059904763
Severe Toxicity0.0012588501
Low Tox 0.04735767 Constructive 0.524
Apr 1, 2020 2 likes How much do refugees and …
It's not "Ha-Newman" bro 😂 It's "Ha-nu-man" 😂
It's not "Ha-Newman" bro 😂 It's "Ha-nu-man" 😂
Identity Attack0.005660672
Insult0.020643732
Profanity0.022559889
Threat0.0070164283
Severe Toxicity0.0018405914
Low Tox 0.04735767 Low Con 0.232 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial policies aimed at cultural assimilation and the suppression of Indigenous identities.  Key Impacts of Colonization Forced Assimilation via Residential Schools: The most significant factor in language loss was the government-funded, church-run residential school system, which operated from the 19th century to the late 20th century. Indigenous children were forcibly removed from their families and communities and sent to these schools. Punishment for Speaking Native Tongues: In the schools, children were forbidden to speak their Indigenous languages and were often subjected to severe physical, emotional, and sexual abuse if they did. Intergenerational Trauma and Knowledge Loss: The experience in residential schools caused profound trauma. Survivors often did not teach their children their traditional languages, partly out of fear of punishment and partly because their own fluency had been impacted, which inhibited the languages from being passed to the next generation. Discriminatory Legislation: The Indian Act: This legislation, along with other colonial policies, was used to suppress Indigenous cultural expression, including language. Official Languages Act: Canada's official language policies recognize only English and French as dominant languages, effectively marginalizing the over 60 distinct Indigenous languages that existed on the land long before European settlement. Dispossession of Land: Forcible removal of Indigenous communities from their traditional lands and onto reserves disrupted the deep connection between language, culture, and the natural environment. Indigenous languages often encode unique knowledge about local ecosystems, which was lost when communities were displaced. Social Stigmatization: Colonial ideologies viewed Indigenous cultures and languages as "inferior" or "savage," promoting English and French as the languages of "modernity" and "progress". This created a social hierarchy where speaking an Indigenous language could be a barrier to education and employment opportunities in the dominant society.  Current Situation and Revitalization Efforts The legacy of these policies has resulted in low numbers of fluent Indigenous language speakers today, with many languages considered endangered or critically endangered. However, there are significant ongoing efforts toward language revitalization.  The Canadian federal government passed the Indigenous Languages Act in 2019, which aims to support the efforts of Indigenous peoples to reclaim, revitalize, maintain, and strengthen their languages. Indigenous communities, educational institutions, and organizations are actively working to preserve languages through immersion programs, community initiatives, and documentation. UNESCO has declared 2022 to 2032 the International Decade of Indigenous Languages to draw global attention to the urgent need for preservation and promotion.
Identity Attack0.026408968
Insult0.019934712
Profanity0.014122557
Threat0.008738215
Severe Toxicity0.0016593933
Low Tox 0.04735767 Constructive 0.612 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
America is having the same problem.
America is having the same problem.
Identity Attack0.027011903
Insult0.0154929245
Profanity0.014498309
Threat0.007197669
Severe Toxicity0.0013828278
Low Tox 0.04735767 Moderate Con 0.314 Comparative_Framing
Aug 29, 2025 Why Canadians Are Turning Against …
Always respect the values of the places you visit or live in, especially as an immigrant. That goes for ANYONE
Always respect the values of the places you visit or live in, especially as an immigrant. That goes for ANYONE
Identity Attack0.030433474
Insult0.013288911
Profanity0.013439372
Threat0.0062849927
Severe Toxicity0.0011539459
Low Tox 0.04735767 Moderate Con 0.498 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Bicycle Man for PRESIDENT OF THE WORLD ❤
Bicycle Man for PRESIDENT OF THE WORLD ❤
Identity Attack0.00776955
Insult0.02122384
Profanity0.0147374235
Threat0.007948523
Severe Toxicity0.0022792816
Low Tox 0.04735767 Low Con 0.218 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious steps to decrease and even stop immigration. Denmark a good example.
Identity Attack0.022590388
Insult0.02012808
Profanity0.010330882
Threat0.0065244893
Severe Toxicity0.0011491776
Low Tox 0.04735767 Moderate Con 0.456 Unverified_Claim
Dec 31, 2025 Deportations From Canada at Their …
And you wonder why ice is around the Canadian border's.wake up Canada and CANADIAN'S
And you wonder why ice is around the Canadian border's.wake up Canada and CANADIAN'S
Identity Attack0.025605056
Insult0.016556932
Profanity0.010330882
Threat0.0077672824
Severe Toxicity0.001964569
Low Tox 0.04711028 Low Con 0.245 Fear_Threat
Feb 18, 2026 6 likes Canadian immigration officers investigating hundreds …
18000 ? only 4 985 000 to go . giddy up!!!!!
18000 ? only 4 985 000 to go . giddy up!!!!!
Identity Attack0.0039957687
Insult0.018838953
Profanity0.015625564
Threat0.009929225
Severe Toxicity0.0020599365
Low Tox 0.04711028 Moderate Con 0.373 Unverified_Claim
Dec 24, 2025 382 likes Deportations From Canada at Their …
Don't start turning out country into the US.
Don't start turning out country into the US.
Identity Attack0.023997234
Insult0.015340924
Profanity0.011389818
Threat0.008841781
Severe Toxicity0.0019454956
Low Tox 0.04711028 Low Con 0.191
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I love the bike guy, he just kept it real😂
I love the bike guy, he just kept it real😂
Identity Attack0.006955597
Insult0.017807651
Profanity0.02474608
Threat0.009411395
Severe Toxicity0.0026893616
Low Tox 0.04711028 Moderate Con 0.425 Humor_Satire
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Yup as an American I’ve been to Canada a couple times mainly Montreal and Toronto and it’s bad they need ice too
Yup as an American I’ve been to Canada a couple times mainly Montreal and Toronto and it’s bad they need ice too
Identity Attack0.019676208
Insult0.01632893
Profanity0.014805742
Threat0.0077025536
Severe Toxicity0.0017166138
Low Tox 0.04711028 Moderate Con 0.497 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I love the bike guy, he just kept it real😂
I love the bike guy, he just kept it real😂
Identity Attack0.006955597
Insult0.017807651
Profanity0.02474608
Threat0.009411395
Severe Toxicity0.0026893616
Low Tox 0.04711028 Moderate Con 0.425 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
Those are rookie numbers, you’ve gotta pump those numbers up
Those are rookie numbers, you’ve gotta pump those numbers up
Identity Attack0.0038477771
Insult0.017012933
Profanity0.025360947
Threat0.010265815
Severe Toxicity0.0021457672
Low Tox 0.04711028 Low Con 0.214 Humor_Satire
Dec 24, 2025 1 likes Deportations From Canada at Their …
Native people be like...
Native people be like...
Identity Attack0.02439919
Insult0.016784932
Profanity0.023106437
Threat0.0074436385
Severe Toxicity0.0021648407
Low Tox 0.04711028 Moderate Con 0.339
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Im with that dude 😂
Im with that dude 😂
Identity Attack0.008250522
Insult0.016556932
Profanity0.034146797
Threat0.010938995
Severe Toxicity0.0029754639
Low Tox 0.04711028 Moderate Con 0.426 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling money lainderingf people smuggling etc.
Identity Attack0.0022753682
Insult0.02283525
Profanity0.013473531
Threat0.007081157
Severe Toxicity0.0012683868
Low Tox 0.04711028 Moderate Con 0.352 Policy_Critique
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Some ordinary gamer is looking at Tyler video soon
Some ordinary gamer is looking at Tyler video soon
Identity Attack0.006474625
Insult0.016936934
Profanity0.023311393
Threat0.009463178
Severe Toxicity0.0022697449
Low Tox 0.04711028 Low Con 0.294 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to clean up house
Time to clean up house
Identity Attack0.0052906936
Insult0.013440913
Profanity0.015898837
Threat0.012492486
Severe Toxicity0.002708435
Low Tox 0.04711028 Moderate Con 0.348 Call_To_Action
Oct 1, 2025 1 likes IRCC Names India in Study …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.